30-day ahead forecasting on PM10 in Delhi DEC
62.34MAEGCSVR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GCSVRModel Category=Proposed2026.05 | 62.34 | 1.43 | 79.39 | 18.87 | 31.17 | 45.88 | |
| NBeatsModel Category=Temporal Model2026.05 | 82.85 | 1.54 | 100.84 | 24.7 | 39.4 | 128.38 | |
| ARIMAModel Category=Temporal Model2026.05 | 111.36 | 2.02 | 139.68 | 36.6 | 83.53 | 174.92 | |
| GpGpModel Category=Spatio-Temporal Model2026.05 | 112.51 | 2.02 | 139.38 | 36.1 | 80.35 | 171.97 | |
| STARMAModel Category=Spatio-Temporal Model2026.05 | 131.11 | 2.36 | 163.3 | 45 | 95.89 | 189.84 | |
| STGCNModel Category=Spatio-Temporal Model2026.05 | 134.13 | 2.43 | 155.58 | 46.92 | 108.21 | 190.48 | |
| GSTARModel Category=Spatio-Temporal Model2026.05 | 148.68 | 2.71 | 183.15 | 55.2 | 117.67 | 201.1 | |
| Trans.Model Category=Temporal Model2026.05 | 174.14 | 3.12 | 191.44 | 66.2 | 139.3 | 200.9 | |
| DeepARModel Category=Temporal Model2026.05 | 311.54 | 5.71 | 321.36 | 174.5 | 249.23 | 202.04 | |
| LSTMModel Category=Temporal Model2026.05 | 320.05 | 5.87 | 329.61 | 184.5 | 256.04 | 202.04 |